Research Papers
(*primary contact)
2
Robustness Analysis on Self-Ensemble Models in Time Series Classification
Zhengyang Li (Adelaide University); Shuying Piao (The University of Adelaide); Chang Dong (The University of Adelaide); Weitong Chen (University of Adelaide)*
3
Queries Optimised LLM-Empowered Active Learning for Social Media Analysis of Human Behaviour in Bushfire Evacuations
Junfeng Wu (RMIT University)*; Xiangmin Zhou (RMIT University); Erica Kuligowski (RMIT University); Yanchun Zhang (Victoria University)
4
An Experimental Comparison of RDF Systems on Cloud
Yi Ding (Eulerai); Hualong Lin (Sigma Trading Management Pty Ltd); Zhengyi Yang (University of New South Wales)*; Dong Wen (University of New South Wales); Xiaoyang Wang (University of New South Wales); Wenjie Zhang (University of New South Wales)
5
Hierarchical Spatial-Temporal Graph-Enhanced Model for Map-Matching
Anjun Gao (Soochow University); Zhenglin Wan (Metasequoia Intelligent); Pingfu Chao (Soochow University)*; Shunyu Yao (The Ohio State University)
6
Stability-Driven CNN Training with Lyapunov-Based Dynamic Learning Rate
Dahao Tang (The University of Sydney)*; Nan Yang (The University of Sydney); Yongkun Deng (The University of Sydney); Yuning Zhang (The University of Sydney); Abubakar Sadiq Sani (University of Greenwich); Dong Yuan (The University of Sydney)
7
TIformer: A Transformer-Based Framework for Time-Series Forecasting with Missing Data
Zuocheng Ding (Zhejiang Gongshang University); Yufan Chen (Zhejiang Gongshang University)*; Hanchen Wang (University of New South Wales); Xiaoyang Wang (University of New South Wales); Wenjie Zhang (University of New South Wales); Ying Zhang (University of Technology Sydney)
8
Towards Comprehensive Innovation Landscape: Technology Retrieval meets Large Language Models
Hien Thu Pham (CSIRO); Minh Hieu Nguyen (Griffith University)*; Hiep Minh Ha (STAMEQ); Ngoc Quang Hung Le (Hanoi University of Science and Technology); Jun Jo (Griffith University)
9
First Past the Post: Evaluating Query Optimization in MongoDB
Dawei Tao (Wilcom International); Enqi Liu (University of Sydney); Sidath H Randeni Kadupitige (University of Sydney); Michael J Cahill (University of Sydney); Alan Fekete (University of Sydney)*; Uwe Roehm (The University of Sydney)
10
High-order Recommendation with Heterophilic Hypergraph Diffusion
Darnbi Sakong (Griffith University)*; Trung Huynh (EPFL); Jun Jo (Griffith University)
11
Sub-Graph Sharing for Faster Betweenness Centrality Computation on Road Networks
Ruizhong Wu (The Hong Kong University of Science and Technology (Guangzhou))*; Yehong Xu (Hongkong University of Science and Technology); Mengxuan Zhang (Australian National University); Lei Li (The Hong Kong University of Science and Technology (Guangzhou))
12
Mining Rare Temporal Pattern in Time Series
Van Ho Long (International University, Ho Chi Minh City)*; Nguyen Ho (Loyola University Maryland); Cong Trinh LE (Quy Nhon University); Anh-Vu Dinh-Duc (International University, Ho Chi Minh City); Khang Quach (Griffith University); Tu Nguyen Ngoc (TVT Corporation Research)
14
Multi-Slot Tag Assignment Problem in Billboard Advertisement
Dildar Ali (IIT Jammu); Suman Banerjee (IIT Jammu)*; Yamuna Prasad (IIT Jammu)
15
Meta-Learner-Based Method for Classifying Skin Cancer Types from Dermoscopic Images Utilizing Deep Learning
Abdulrahman H Alhazmi (Jazan University)*
17
Exploring the Meaningfulness of Nearest Neighbor Search in High-Dimensional Space
Zhonghan Chen (HKUST)*; Ruiyuan Zhang (The Hong Kong University of Science and Technology); Xi Zhao (HKUST); Xiaojun Cheng (China Unicom (Hong Kong) Operations Ltd); Xiaofang Zhou (Hong Kong University of Science and Technology)
18
Efficient Shortest Path Computation for Electric Vehicles in Time-Dependent Networks
Faisal Alam (Monash University)*; Bojie Shen (Monash University); Muhammad Aamir Cheema (Monash University); Chetan Arora (Monash University)
19
Keyword-based Betweenness Centrality Maximization in Attributed Graphs
Xiao Li (Zhejiang Gongshang University); Yanping Wu (University of Technology Sydney); Xiaoyang Wang (University of New South Wales)*; Zhengyi Yang (University of New South Wales); Wenjie Zhang (University of New South Wales); Ying Zhang (University of Technology Sydney)
20
Efficient Answering of k-Reachability on Temporal Bipartite Graphs
Zhuoqing Xu (University of New South Wales); Zhengyi Yang (University of New South Wales)*; Xiaoshuang Chen (Data Principles (Beijing) Technology Co., Ltd.); Huangleshuai He (University of New South Wales); Xin Cao (University of New South Wales)
22
Correlation between Macro Economic Variables and Financial Sector Australian Share Market Index
Praveen Sadasivan (Victoria University)*; Hua Wang (Victoria University); Ravinder Singh (Victoria University)
23
Preference Learning Based on Dynamic Dual-Cognition for Group Recommendation
Chunlong Wang (Northeastern University)*; Yue Kou (Northeastern University); Derong Shen (Northeastern University); Xiangmin Zhou (RMIT University); Tiezheng Nie (Northeastern University); Ge Yu (Northeastern University); Dong Li (Liaoning University)
24
Distributed Hop-Constrained s-t Simple Path Enumeration in Labelled Graphs
Xia Li (University of New South Wales)*; Zhengyi Yang (University of New South Wales); Kongzhang Hao (UNSW); Xin Shu (BFJ Pty Ltd); Xin Cao (University of New South Wales); Wenjie Zhang (University of New South Wales)
25
Time-Efficient Path Planning Algorithm for Mobile Robots on Uneven Terrain
Faiza Babakano (Monash University)*; Ahmed Fahmin (Monash University); Bojie Shen (Monash University); Muhammad Aamir Cheema (Monash University)
26
Mining Irregular Time-Series Data with Noisy Labels: A Risk Estimation Approach
Kun Han (University of Queensland)*; Abigail Koay (University of the Sunshine Coast); Ryan Ko (University of Queensland); Weitong Chen (University of Adelaide); Miao Xu (University of Queensland)
28
CLMM: Uncertainty-Aware Map-Matching for Bluetooth Data through Contrastive Learning
Zichun Zhu (The University of Queensland)*; Fengmei Jin (The Hong Kong Polytechnic University); Wen Hua (The Hong Kong Polytechnic University); Jiwon Kim (The University of Queensland)
29
Tri-Modality Collaborative Learning for Person Re-Identification
Shizhuo Deng (Northeastern University)*; Qingyuan Yang (Northeastern University); Zhibin Yang (Northeastern University); Dongyue Chen (Northeastern University); Yu Yang (The Education University of Hong Kong); Hao Wang (Northeastern University)
35
Graph Neural Patching for Cold-Start Recommendations
Hao Chen (The Hong Kong Polytechnic University)*; Yu Yang (The Education University of Hong Kong); Yuanchen Bei (Zhejiang University); Zefan Wang (Jinan University); Yue Xu (Beijing University of Posts and Telecommunications); Feiran Huang (Jinan University)
59
GIG: Graph Data Imputation with Graph Differential Dependencies
Jiang Hua (Huazhong Agricultural University); Michael Bewong (Charles Sturt University)*; Selasi Kwashie (Charles Sturt University); Xi Guo (Huazhong Agricultural University); Geaur Rahman (Charles Sturt University); Zaiwen Feng (Huazhong Agricultural University)
61
α-Persistent Temporal Clique Enumeration with an Application
Bithika Pal (IIT Kharagpur); Sudeshna Kolay (IIT Kharagpur); Suman Banerjee (IIT Jammu)*
75
Transferable Attacks for Semantic Segmentation
Mengqi He (The Australian National University); Jing Zhang (Australian National University)*; Xin Yu (University of Queensland)
79
Mitigate the Damage of Rumor on Susceptible Group
Jinghao Wang (University of Technology Sydney)*; Chen Chen (University of Wollongong); Xiaoyang Wang (University of New South Wales); Wenjie Zhang (University of New South Wales); Ying Zhang (University of Technology Sydney)
84
Knowledge-Assisted Small Object Detection
Hoang Duong Le (Griffith University)*; Quoc Viet Nguyen (Cybersecurity and Counter High-tech Crime Department), Thai Viet Huy Nguyen (SATY); Jun Jo (Griffith University)
86
Knowledge Extraction of Combat Document via Sequence Generation
Yin Li (Southeast University)*
87
MIDNet: Neural-Based Efficient Delivery of Multispectral Satellite Image Data
Yiyun Zhang (The University of Queensland)*; Zijian Wang (University of Queensland)
88
A Lifelong Conflict-Aware AGV Routing System
Ruizhong Wu (The Hong Kong University of Science and Technology (Guangzhou))*; Mengxuan Zhang (Australian National University); Shuxin Wang (FLAIR); Kin Sun Chan (HKFLAIR); Yan Nei Law (Hong Kong Industrial Artificial Intelligence & Robotics Centre); Lei Li (The Hong Kong University of Science and Technology (Guangzhou))
90
BustedURL: Collaborative Multi-Agent System for Real-Time Malicious URL Detection
Jayaprakash Nariyambut Sundarraj (Charles Darwin University); Yan Zhang (Charles Darwin University)*; Santosh Kapil Dev Itharaju (Charles Darwin University); Ahmed Saleh (Charles Darwin University); Saad Ahmed (Charles Darwin University); Sami Azam (Charles Darwin University)
Encore Papers
1
Adaptive Hypergraph Network for Trust Prediction
Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou
2
A Fully On-disk Updatable Learned Index
Hai Lan, Zhifeng Bao, J. Shane Culpepper, Renata Borovica-Gajic, Yu Dong
3
Shortest Paths Discovery in Uncertain Networks via Transfer Learning
Shixun Huang, Zhifeng Bao
4
Scalable Transformer for High Dimensional Multivariate Time Series Forecasting
Xin Zhou, Teresa Weiqing Wang, Wray Buntine, Shilin Qu, Abishek Sriramulu, Weicong Tan, Christoph Bergmeir
5
DNA-Based Storage of RDF Graph Data: A Futuristic Approach to Data Analytics
Asad Usmani, Lena Wiese
6
Visualization Recommendation Through Visual Relation Learning and Visual Preference Learning
Daomin Ji, Hui Luo, Zhifeng Bao
7
Optimizing Data Acquisition to Enhance Machine Learning Performance
Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Volkan Dedeoglu, Reza Arablouei
8
Cost-effective Data Labelling for Graph Neural Networks
Shixun Huang, Ge Lee, Zhifeng Bao, Shirui Pan
9
Managing Conflicting Interests of Stakeholders in Influencer Marketing
Shixun Huang, Junhao Gan, Zhifeng Bao, Wenqing Lin
10
Influence Maximization in Real-World Closed Social Networks
Shixun Huang, Wenqing Lin, Zhifeng Bao, Jiachen Sun
11
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text
Tahsina Hashem, Weiqing Wang, Derry Tanti Wijaya, Mohammed Eunus Ali, Yuan-Fang Li
12
Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought
Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Lianyong Qi, Amin Beheshti, Xiaolong Xu, Kim-Kwang Raymond Choo, Shuo Wang, Hongsheng Hu
13
Scalable Distance Labeling Maintenance and Construction for Dynamic Small-World Networks
Xinjie Zhou, Mengxuan Zhang, Lei Li, Xiaofang Zhou
14
Managing the Future: Route Planning Influence Evaluation in Transportation Systems
Zizhuo Xu, Lei Li, Mengxuan Zhang, Yehong Xu, Xiaofang Zhou
15
Trajectory Similarity Measurement: An Efficiency Perspective
Yanchuan Chang, Egemen Tanin, Gao Cong, Christian S. Jensen, Jianzhong Qi
16
DProvDB: Differentially Private Query Processing with Multi-Analyst Provenance
Shufan Zhang, Xi He
17
HJE: Joint Convolutional Representation Learning for Knowledge Hypergraph Completion
Zhao Li, Chenxu Wang, Xin Wang, Zirui Chen, Jianxin Li
18
Enhancing Privacy of Spatiotemporal Federated Learning against Gradient Inversion Attacks
Lele Zheng, Yang Cao, Renhe Jiang, Kenjiro Taura, Yulong Shen, Sheng Li, Masatoshi Yoshikawa
19
CARGO: Crypto-Assisted Differentially Private Triangle Counting Without Trusted Servers
Shang Liu, Yang Cao, Takao Murakami, Jinfei Liu, Masatoshi Yoshikawa
20
How context or knowledge can benefit healthcare question answering?
Xiaoli Wang, Feng Luo, Qingfeng Wu, Zhifeng Bao
21
SLAP: Simpler, Improved Private Stream Aggregation from Ring Learning with Errors
Jonathan Takeshita, Ryan Karl, Ting Gong, Taeho Jung
22
Feed: Towards Personalization-Effective Federated Learning
Pengpeng Qiao, Kangfei Zhao, Bei Bi, Zhiwei Zhang, Ye Yuan, Guoren Wang
23
Generalizing graph neural networks on out-of-distribution graphs
Shaohua Fan, Xiao Wang, Chuan Shi, Peng Cui, Bai Wang
24
A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations
Yao Wang, Xin Liu, Weikun Kong, Hai-Tao Yu, Teeradaj Racharak, Kyoung-Sook Kim, Le Minh Nguyen
25
How powerful is graph filtering for recommendation
Shaowen Peng, Xin Liu, Kazunari, Sugiyama, Tsunenori Mine
26
Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation
Bo Yan, Yang Cao, Haoyu Wang, Wenchuan Yang, Junping Du, Chuan Shi
27
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation
Jiawei Wang, Renhe Jiang, Chuang Yang, Zengqing Wu, Makoto Onizuka, Ryosuke Shibasaki, Noboru Koshizuka, Chuan Xiao
28
Secure Shapley Value for Cross-Silo Federated Learning
Shuyuan Zheng, Yang Cao, Masatoshi Yoshikawa
29
Efficient Sampling Approaches to Shapley Value Approximation
Jiayao Zhang, Qiheng Sun, Jinfei Liu, Li Xiong, Jian Pei, Kui Ren
30
Human-LLM Hybrid Answer Aggregation for Crowd Annotations
Jiyi Li
31
S3PaR: Section-based Sequential Scientific Paper Recommendation for paper writing assistance
Natasha Christabelle Santosa, Xin Liu, Hyoil Han, Jun Miyazaki
32
Cross-modality Information Check for Detecting Jailbreaking in Multimodal Large Language Models
Yue Xu, Xiuyuan Qi, Zhan Qin, Wenjie Wang
33
Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing
Haochen Zhang, Yuyang Dong, Chuan Xiao, Masafumi Oyamada
34
Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents
Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents
35
P-Shapley: Shapley Values on Probabilistic Classifiers
Haocheng Xia, Xiang Li, Junyuan Pang, Jinfei Liu, Kui Ren, Li Xiong
36
Understanding the University Student Experience Through Big Data Analytics
Wonkyung Choi, Jun Jo, Geraldine Torrisi-Steele
37
Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics
Liangwei Nathan Zheng, Zhengyang Li, Chang George Dong, Wei Emma Zhang, Lin Yue, Miao Xu, Olaf Maennel, Weitong Chen
Shepherding Papers
(*primary contact)
21
Recommendation Algorithm to Further Ethereum Client Diversity
Gavin Ryan (University of Sydney)*; Jiangshan Yu (University of Sydney)
27
Maximum Weight Relative Fair Clique Computation in Attributed Graphs
Yijia Mi (Zhejiang Gongshang University); Yongye Li (Zhejiang Gongshang University); Yufeng Zhang (Zhejiang Gongshang University); Chen Chen (University of Wollongong)*; Ying Zhang (University of Technology Sydney)
57
An Experimental Evaluation of LLM on Image Classification
Jiaxuan Wu (University of California, Irvine); Xushuo Tang (Euler AI); Zhengyi Yang (University of New South Wales)*; Kongzhang Hao (UNSW); Longbin Lai (Alibaba Group); Yongfei Liu (Euler AI)
58
Facial Memorization of Diffusion Model
SHIANG MA (Hokkaido University)*; Yang Cao (Institute of Science Tokyo); Atsuyoshi Nakamura (Hokkaido University)